private void Button_change_TXT_Click(object sender, EventArgs e)
{
Hide();
while (true)
{
OpenFileDialog openFileDialog1 = new OpenFileDialog
{
InitialDirectory = DirectoryManager.GetSpecifiedDirectory("PlainTexts"),
Filter = "Formát txt (*.txt)|*.txt|Všechny formáty (*.*)|*.*",
RestoreDirectory = true
};
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
try
{
if (openFileDialog1.FileName.EndsWith(".txt"))
{
TransformTXTFile.TransformFile(openFileDialog1.FileName);
MakeResultsVisible(true, ".txt", openFileDialog1.FileName);
break;
}
else
{
MakeResultsVisible(false, ".txt", openFileDialog1.FileName);
Show();
}
}
catch (SecurityException)
{
MessageBox.Show("Chyba při načítání souboru.");
}
}
else
{
ResetWindow();
Show();
break;
}
}
}
/// <summary>
/// Morphological table
///
/// No. Name Description
///1 POS Part of Speech
///2 SUBPOS Detailed Part of Speech
///3 GENDER Gender
///4 NUMBER Number
///5 CASE Case
///6 POSSGENDER Possessor's Gender
///7 POSSNUMBER Possessor's Number
///8 PERSON Person
///9 TENSE Tense
///10 GRADE Degree of comparison
///11 NEGATION Negation
///12 VOICE Voice
///13 RESERVE1 Unused
///14 RESERVE2 Unused
///15 VAR Variant, Style, Register, Special Usage
/// </summary>
/// <summary>
///
/// </summary>
/// <param name="sentence"></param>
/// <param name="wordsForReplacement">
/// This param is a Dictionary that conatins word and the word
/// thhat was chosen for exchange by Word2Vec
/// </param>
/// <returns></returns>
public static string UseMorphoDiTa(string sentence, Dictionary <string, string> wordsForReplacement)
{
if (wordsForReplacement.Count == 0)
{
return(sentence);
}
Dictionary <string, string[]> dict = AnalyzeSentenceAndReturnDictionary(sentence);
Dictionary <string, string> dictOfMorphCOmbinations = new Dictionary <string, string>();
foreach (var selectedWord in dict.Keys)
{
if (wordsForReplacement.ContainsKey(selectedWord))
{
if (!dictOfMorphCOmbinations.ContainsKey(selectedWord))
{
dictOfMorphCOmbinations.Add(selectedWord, dict[selectedWord][1]);
}
}
}
StringBuilder basicFormOfWOrdsRequest = new StringBuilder();
foreach (var word in wordsForReplacement)
{
basicFormOfWOrdsRequest.Append(word.Value + "%20");
}
var basicForms = AnalyzeSentenceAndReturnDictionary(basicFormOfWOrdsRequest.ToString());
string[] keys = basicForms.Keys.ToArray();
StringBuilder sb = new StringBuilder();
foreach (string line in basicForms.Keys)
{
sb.Append(basicForms[line][0] + "%0A");
}
var DictionaryOfDictionariesOfGeneratedWords = GenerateFormsOfWord(sb.ToString(), keys);
Dictionary <string, string> basicFormOfGeneratedWord = new Dictionary <string, string>();
foreach (string line in basicForms.Keys)
{
if (!basicFormOfGeneratedWord.ContainsKey(line))
{
basicFormOfGeneratedWord.Add(line, basicForms[line][0]);
}
}
StringBuilder resultSentence = new StringBuilder();
string[] words = TransformTXTFile.TransformString(sentence).Split(' ');
foreach (string word in words)
{
if (wordsForReplacement.ContainsKey(word.ToLower()))
{
try
{
string resultWord = wordsForReplacement[word.ToLower()];
string resultWordMorphology = dictOfMorphCOmbinations[word.ToLower()];
//send normalize form
string result = GetMorphoDiTaWord(basicFormOfGeneratedWord[resultWord], DictionaryOfDictionariesOfGeneratedWords, resultWordMorphology);
if (result == null)
{
if (word.Length > 2 || TransformTXTFile.ContainsDangerousChar(word) == 'n')
{
resultSentence.Append(" " + word);
}
else
{
resultSentence.Append(word);
}
}
else
{
if (result.Length > 2 || TransformTXTFile.ContainsDangerousChar(result) == 'n')
{
resultSentence.Append(" " + result);
}
else
{
resultSentence.Append(result);
}
}
}
catch (KeyNotFoundException)
{
resultSentence.Append(" " + word);
continue;
}
}
else
{
if (word.Length > 2 || TransformTXTFile.ContainsDangerousChar(word) == 'n')
{
resultSentence.Append(" " + word);
}
else
{
resultSentence.Append(word);
}
}
}
return(resultSentence.ToString().Trim());
}
public static string Paraphrase(string input, string model, bool morphoDiTa)
{
string output = "";
string normalizeString = TransformTXTFile.TransformString(input);
string[] words = normalizeString.Split(' ');
List <string> rightWords = new List <string>();
// in this section I choose
foreach (string word in words)
{
if (word.Length > 3)
{
rightWords.Add(word);
}
}
Dictionary <string, string> replacedWords = Word2Vec.UseWord2Vec(model, rightWords.ToArray());
// window.clear();
if (morphoDiTa)
{
output = MorphoDiTa.UseMorphoDiTa(input, replacedWords);
}
else
{
StringBuilder sb = new StringBuilder();
foreach (string word in words)
{
if (replacedWords.ContainsKey(word))
{
string tempWord = replacedWords[word];
char c = TransformTXTFile.ContainsDangerousChar(tempWord);
if ((word.Length <= 1) || (c == 'n'))
{
sb.Append(replacedWords[word] + " ");
}
else
{
string[] tempWords = tempWord.Split(c);
if (tempWords[0].Length > tempWords[1].Length)
{
sb.Append(tempWords[0] + " ");
}
else
{
sb.Append(tempWords[1] + " ");
}
}
}
else
{
sb.Append(word + " ");
}
}
output = sb.ToString();
}
output = TransformTXTFile.TransformStringBack(output);
return(output);
}